Steen Andreassen

Publication Activity (10 Years)

Years Active: 1986-2022
Publications (10 Years): 5

Top Topics

Bayes Classifier

Decision Support

Healthcare Delivery

Top Venues

J. Am. Medical Informatics Assoc.

Biomed. Signal Process. Control.

Artif. Intell. Medicine

Publications

Alan H. Morris, Christopher Horvat, Brian Stagg, David W. Grainger, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig, Mary Suchyta, James E. Pearl, Antinio Pesenti, Michela Bombino, Eduardo Beck, Katherine A Sward, Charlene R. Weir, Shobha Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay Nadkarni, Adrienne G. Randolph, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang Hoe Lee, Bennett P. deBoisblanc, Frederick Alan Moore, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff, Peter J. Haug, Ulrike Pielmeier, Stephen Edward Rees, Dan S. Karbing, Steen Andreassen, Eddy Fan, Roberta M. Goldring, Kenneth I Berger, Beno W. Oppenheimer, E. Wesley Ely, Brian W. Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Michael R. Pinsky, Brent James, Donald M. Berwick
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Alan H. Morris, Brian Stagg, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig, Antonio Pesenti, Michela Bombino, Eduardo Beck, Katherine A. Sward, Charlene R. Weir, Shobha S. Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay M. Nadkarni, Adrienne Randolph, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang H. Lee, Bennett P. deBoisblanc, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, David W. Grainger, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff, Peter J. Haug, Ulrike Pielmeier, Stephen Edward Rees, Dan S. Karbing, Steen Andreassen, Eddy Fan, Roberta M. Goldring, Kenneth I. Berger, Beno W. Oppenheimer, E. Wesley Ely, Ognjen Gajic, Brian Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Derek Angus, Michael R. Pinsky, Brent James, Donald M. Berwick
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Anthony Wong, Ulrike Pielmeier, Peter J. Haug, Steen Andreassen, Alan H. Morris
An in silico method to identify computer-based protocols worthy of clinical study: An insulin infusion protocol use case. J. Am. Medical Informatics Assoc. 23 (2) (2016)
Steen Andreassen, Alina Zalounina, Mical Paul, Line Sanden, Leonard Leibovici
Interpretative reading of the antibiogram - a semi-naïve Bayesian approach. Artif. Intell. Medicine 65 (3) (2015)
Mark Lillelund Rousing, Ulrike Pielmeier, Steen Andreassen
Stability of the insulin-glucose feedback loop in Glucosafe: A comparison of pancreas models. Biomed. Signal Process. Control. 22 (2015)
Mark Lillelund Rousing, Ulrike Pielmeier, Steen Andreassen
Evaluating modifications to the Glucosafe decision support system for tight glycemic control in the ICU using virtual patients. Biomed. Signal Process. Control. 12 (2014)
Dan S. Karbing, Lars Pilegaard Thomsen, J. Moesgaard, Steen Andreassen, Egon Toft, Per Thorgaard, Stephen Edward Rees
Model-based measurement of gas exchange in healthy subjects using ALPE essential - influence of age, posture and gender. EMBC (2013)
Dan S. Karbing, Charlotte Allerød, Lars Pilegaard Thomsen, Kurt Espersen, Per Thorgaard, Steen Andreassen, Søren Kjærgaard, Stephen Edward Rees
Retrospective evaluation of a decision support system for controlled mechanical ventilation. Medical Biol. Eng. Comput. 50 (1) (2012)
Stephen Edward Rees, Dan S. Karbing, Charlotte Allerød, Marianne Toftegaard, Per Thorgaard, Egon Toft, Søren Kjærgaard, Steen Andreassen
The Intelligent Ventilator Project: Application of Physiological Models in Decision Support. AIME (2011)
Peter Poulsen, Dan S. Karbing, Stephen Edward Rees, Steen Andreassen
. Comput. Methods Programs Biomed. 101 (2) (2011)
David Dagan Feng, Steen Andreassen, Stephen Edward Rees
Extended selected papers from the 7th IFAC Symposium on Modelling and Control in Biomedical Systems (MCBMS'09). Biomed. Signal Process. Control. 6 (1) (2011)
Stephen Edward Rees, Ewart R. Carson, David Dagan Feng, Steen Andreassen
Introduction for special issue "Cardio-Pulmonary Modelling". Comput. Methods Programs Biomed. 101 (2) (2011)
K. L. Steimle, M. L. Mogensen, Dan S. Karbing, Jorge Bernardino de la Serna, Steen Andreassen
A model of ventilation of the healthy human lung. Comput. Methods Programs Biomed. 101 (2) (2011)
Ewart R. Carson, Stephen Edward Rees, Steen Andreassen, David Dagan Feng
Introduction. Comput. Methods Programs Biomed. 102 (2) (2011)
Stephen Edward Rees, Ewart R. Carson, David Dagan Feng, Steen Andreassen
Modelling and control in biomedical systems. Comput. Methods Programs Biomed. 104 (2) (2011)
M. L. Mogensen, K. S. Steimle, Dan S. Karbing, Steen Andreassen
A model of perfusion of the healthy human lung. Comput. Methods Programs Biomed. 101 (2) (2011)
Ulrike Pielmeier, Steen Andreassen, Birgitte S. Nielsen, J. Geoffrey Chase, Pernille Haure
A simulation model of insulin saturation and glucose balance for glycemic control in ICU patients. Comput. Methods Programs Biomed. 97 (3) (2010)
J. Geoffrey Chase, Steen Andreassen, Ulrike Pielmeier, Christopher E. Hann, Kirsten A. McAuley, Jim I. Mann
A glucose-insulin pharmacodynamic surface modeling validation and comparison of metabolic system models. Biomed. Signal Process. Control. 4 (4) (2009)
Steen Andreassen, Alina Zalounina, Knud Buus Pedersen, John Gade, Mical Paul, Leonard Leibovici
Steps on the Road to Clinical Application of Decision Support - Example TREAT. AIME (2009)
Charlotte Allerød, Stephen Edward Rees, Bodil Rasmussen, Dan S. Karbing, Søren Kjærgaard, Per Thorgaard, Steen Andreassen
A decision support system for suggesting ventilator settings: Retrospective evaluation in cardiac surgery patients ventilated in the ICU. Comput. Methods Programs Biomed. 92 (2) (2008)
Christina Starfinger, J. Geoffrey Chase, Christopher E. Hann, Geoffrey M. Shaw, P. Lambert, Bram W. Smith, E. Sloth, A. Larsson, Steen Andreassen, Stephen Edward Rees
Model-based identification of PEEP titrations during different volemic levels. Comput. Methods Programs Biomed. 91 (2) (2008)
Karsten Jensen, Steen Andreassen
Generic causal probabilistic networks: A solution to a problem of transferability in medical decision support. Comput. Methods Programs Biomed. 89 (2) (2008)
Christina Starfinger, J. Geoffrey Chase, Christopher E. Hann, Geoffrey M. Shaw, P. Lambert, Bram W. Smith, E. Sloth, A. Larsson, Steen Andreassen, Stephen Edward Rees
Prediction of hemodynamic changes towards PEEP titrations at different volemic levels using a minimal cardiovascular model. Comput. Methods Programs Biomed. 91 (2) (2008)
Bram W. Smith, Steen Andreassen, Geoffrey M. Shaw, Per L. Jensen, Stephen Edward Rees, J. Geoffrey Chase
Simulation of cardiovascular system diseases by including the autonomic nervous system into a minimal model. Comput. Methods Programs Biomed. 86 (2) (2007)
Alina Zalounina, Mical Paul, Leonard Leibovici, Steen Andreassen
A stochastic model of susceptibility to antibiotic therapy - The effects of cross-resistance and treatment history. Artif. Intell. Medicine 40 (1) (2007)
Stephen Edward Rees, Marianne Toftegaard, Steen Andreassen
A method for calculation of arterial acid-base and blood gas status from measurements in the peripheral venous blood. Comput. Methods Programs Biomed. 81 (1) (2006)
David Murley, Stephen Edward Rees, Bodil Rasmussen, Steen Andreassen
Decision support of inspired oxygen selection based on Bayesian learning of pulmonary gas exchange parameters. Artif. Intell. Medicine 34 (1) (2005)
Steen Andreassen, Brian Kristensen, Alina Zalounina, Leonard Leibovici, Uwe Frank, Henrik C. Schønheyder
Hierarchical Dirichlét Learning - Filling in the Thin Spots in a Database. AIME (2003)
David Murley, Stephen Edward Rees, Bodil Rasmussen, Steen Andreassen
Bayesian Learning of the Gas Exchange Properties of the Lung for Prediction of Arterial Oxygen Saturation. AIME (2003)
Kristian G. Olesen, Steen Andreassen, Marko Suojanen
Modularizing inference in large causal probabilistic networks. Int. J. Intell. Syst. 18 (2) (2003)
Steen Andreassen, Enrique J. Gómez, Ewart R. Carson
Computers in Diabetes 2000. Comput. Methods Programs Biomed. 69 (2) (2002)
Stephen Edward Rees, Charlotte Allerød, Søren Kjærgaard, Egon Toft, Per Thorgaard, Steen Andreassen
Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System. AIME (2001)
Steen Andreassen, Marko Suojanen, Björn Falck, Kristian G. Olesen
Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. AIME (2001)
Marko Suojanen, Steen Andreassen, Kristian G. Olesen
A method for diagnosing multiple diseases in MUNIN. IEEE Trans. Biomed. Eng. 48 (5) (2001)
Tom Arleth, Steen Andreassen, Marco O. Federici, Massimo Massi Benedetti
A model of the endogenous glucose balance incorporating the characteristics of glucose transporters. Comput. Methods Programs Biomed. 62 (3) (2000)
Ewart R. Carson, Steen Andreassen, David A. Cavan, Enrique J. Gómez
Computers in diabetes - an introduction. Comput. Methods Programs Biomed. 62 (3) (2000)
Leonard Leibovici, Michal Fishman, Henrik C. Schønheyder, Christian Riekehr, Brian Kristensen, Ilana Shraga, Steen Andreassen
A Causal Probabilistic Network for Optimal Treatment of Bacterial Infections. IEEE Trans. Knowl. Data Eng. 12 (4) (2000)
Steen Andreassen, Leonard Leibovici, Henrik C. Schønheyder, Brian Kristensen, Christian Riekehr, Anders Geill Kjær, Kristian G. Olesen
A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract. AIMDM (1999)
Roman Hovorka, Romulus S. Tudor, David Southerden, Darryl R. Meeking, Steen Andreassen, Ole K. Hejlesen, David A. Cavan
Dynamic updating in DIAS-NIDDM and DIAS causal probabilistic networks. IEEE Trans. Biomed. Eng. 46 (2) (1999)
Steen Andreassen, Christian Riekehr, Brian Kristensen, Henrik C. Schønheyder, Leonard Leibovici
Using probabilistic and decision-theoretic methods in treatment and prognosis modeling. Artif. Intell. Medicine 15 (2) (1999)
Marko Suojanen, Kristian G. Olesen, Steen Andreassen
A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. AIME (1997)
Ole K. Hejlesen, Steen Andreassen, Stig K. Andersen
Dynamic Propagation in Causal Probabilistic Networks with Instantiated Variables. AIME (1995)
Kristian G. Olesen, Steen Andreassen
Specification of models in large expert systems based on causal probabilistic networks. Artif. Intell. Medicine 5 (3) (1993)
Steen Andreassen
Planning of therapy and tests in causal probabilistic networks. Artif. Intell. Medicine 4 (3) (1992)
Roman Hovorka, Steen Andreassen, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson
Causal Probabilistic Network Modeling - An Illustration of its Role in the Management of Chronic Diseases. IBM Syst. J. 31 (4) (1992)
Steen Andreassen, Roman Hovorka, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson
A Model-Based Approach to Insulin Adjustment. AIME (1991)
Abdul V. Roudsari, H. J. Leicester, Eldon D. Lehmann, Roman Hovorka, Steen Andreassen, Tibor Deutsch, Ewart R. Carson, P. H. Sönksen
A Validation Methodology for Testing Decision-Support Systems for Insulin Dosage Adjustment. MIE (1991)
Kristian G. Olesen, Uffe Kjærulff, Frank Jensen, Finn Verner Jensen, Björn Falck, Steen Andreassen, Stig K. Andersen
A munin network for the median nerve - a case study on loops. Appl. Artif. Intell. 3 (2-3) (1989)
Steen Andreassen, Marianne Woldbye, Björn Falck, Stig K. Andersen
MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings. IJCAI (1987)
Stig K. Andersen, Steen Andreassen, Marianne Woldbye
Knowledge Representations for Diagnosis and Test Planning in the Domain of Electromyography. ECAI (1986)